Arunangshu’s Pick – Arunangshu Das Blog

Is a Machine Learning Model a Statistical Model?

Arunangshu's Pick, Machine Learning / February 6, 2025

In data science and artificial intelligence, there exists a fundamental question that often sparks debates and discussions: Is a machine learning model a statistical model? This question delves into the core principles and methodologies underlying both fields, inviting us to explore the intersections and distinctions between them. Understanding Statistical Modeling: Statistical modeling is a cornerstone […]

Is a Machine Learning Model a Statistical Model? Read More »

Can Artificial Intelligence be Dangerous?

Artificial Intelligence, Arunangshu's Pick / June 30, 2024

Artificial Intelligence (AI) stands as one of the most transformative technologies of our time, promising to revolutionize industries, enhance efficiency, and solve complex problems. However, amidst the excitement and promise, there lurks a shadow of concern. The same capabilities that make AI powerful also render it potentially dangerous. From biases ingrained in algorithms to the

Can Artificial Intelligence be Dangerous? Read More »

How Machine Learning Works?

Arunangshu's Pick, Machine Learning / June 30, 2024

In an era where data reigns supreme, machine learning has emerged as a transformative force, enabling computers to learn from data and make predictions or decisions without being explicitly programmed. This technology has revolutionized industries, from healthcare to finance, marketing to transportation. But how does machine learning really work? Understanding the Basics: At its core,

How Machine Learning Works? Read More »

Can Deep Learning used for Regression?

Arunangshu's Pick, Deep Learning / October 24, 2024

Introduction In the realm of artificial intelligence and machine learning, deep learning stands out as a powerful paradigm that has revolutionized various fields, from image recognition to natural language processing. While its prowess in classification tasks is widely recognized, its potential in regression analysis often takes a back seat. However, the capabilities of deep learning

Can Deep Learning used for Regression? Read More »

How Artificial Intelligence Works?

Artificial Intelligence, Arunangshu's Pick / October 24, 2024

Artificial Intelligence (AI) has become a buzzword in modern society, promising to revolutionize industries, reshape economies, and redefine the way we interact with technology. But how does AI actually work? What powers its ability to mimic human intelligence and make decisions? Lets find it Understanding Artificial Intelligence: At its core, artificial intelligence aims to replicate

How Artificial Intelligence Works? Read More »

How NLP Works?

Arunangshu's Pick, NLP / October 24, 2024

Introduction In Artificial Intelligence (AI), Natural Language Processing (NLP) stands out as a crucial field that bridges the gap between human language and computer understanding. It’s the technology behind chatbots, virtual assistants, language translation tools, sentiment analysis, and much more. But how does NLP work? Understanding NLP: 1. Language Understanding: NLP aims to enable computers

How NLP Works? Read More »